🎯Today's AI Pulse
Updated 3h agoWhat's happening: India AI Summit sparks $240B investment pledge led by Reliance, Adani and Google
The India AI Impact Summit 2026 announced a historic $240 billion AI investment pledge. Reliance committed $110 billion for AI infrastructure over seven years, Adani pledged $100 billion through 2035, and Google disclosed a $15 billion AI hub in Visakhapatnam along with new subsea cable routes. The Indian government also added 20,000 GPUs to its AI arsenal.
Also developing:
By the numbers: OpenAI raises $110B in corporate funding
News•Feb 17, 2026
IFR Releases Position Paper on AI in Robotics
The International Federation of Robotics (IFR) published a position paper outlining how artificial intelligence is reshaping robotics, from enhanced vision and navigation to generative code creation. It highlights rapid advances in physical AI, deep‑learning perception, reinforcement learning, and natural‑language interfaces that are moving robots out of labs and into production lines. The paper notes divergent regional strategies, with heavy U.S. corporate investment, European consolidation, and China’s government‑driven acceleration. IFR projects AI‑enabled robots will drive efficiency gains, lower maintenance costs, and spawn new high‑skill job categories over the next decade.
By The Robot Report
Blog•Feb 17, 2026
When Artificial Intelligence Discriminates: Employer Compliance in the Rise of AI Hiring (US)
Employers are rapidly adopting AI for candidate screening, with 88% of firms using such tools by 2025. A California federal case, *Mobley v. Workday*, alleges that Workday’s AI hiring platform discriminates against African‑American, older, and disabled applicants. The court granted...
By Employment Law Worldview
Blog•Feb 17, 2026
Ceva IP: Powering the Era of Physical AI
Ceva IP is positioning itself as the core enabler of Physical AI, delivering integrated semiconductor and software IP that brings sensing, connectivity, and on‑device inference to edge devices. By moving AI processing from the cloud to the chip, its solutions...
By SemiWiki
News•Feb 17, 2026
Exploring Electron Microscopy and AI as Key Players for Identifying Pollen Grains
Researchers at IIT Gandhinagar have merged scanning electron microscopy (SEM) with artificial intelligence to automate pollen grain identification. Using a dataset of 28 medicinal plant species, they built a computer‑vision pipeline that segments pollen via YOLOv11n and classifies it with...
By Phys.org – Biotechnology
News•Feb 17, 2026
CompTIA Launches SecAI+ Certification
CompTIA unveiled SecAI+, its first Expansion Series certification, aimed at securing AI systems and leveraging AI tools within cybersecurity operations. The credential builds on foundational certifications such as Security+, CySA+ and PenTest+, requiring three to four years of IT experience...
By Network World (sitewide)
Podcast•Feb 17, 2026•14 min
Apple Wins The AI Hardware Race
The episode breaks down Apple’s unexpected lead in AI hardware, highlighting how its strategy focuses on powerful, cost‑effective devices like the Mac Mini rather than racing ahead in AI software. It examines upcoming AI‑enabled wearables and recent AirPods/Siri updates, then...
By Eye on A.I.
Social•Feb 17, 2026
Europe's Strict Regulations Push Talent Toward the US
🇪🇺 @steipete on why Europe was unable to retain him as talent: "In the US, most people are enthusiastic. In Europe, I get insulted, people scream REGULATION and RESPONSIBILITY. And if I really build a company here, then I get to struggle...
By Pieter Levels
Blog•Feb 17, 2026
IP, AI And The Pandora’s Box We Just Opened
The episode examines the clash between AI‑generated video tools like ByteDance’s Seedance 2.0 and traditional intellectual‑property enforcement, spotlighting cease‑and‑desist letters from Disney and Paramount. It explains how generative AI can produce near‑identical replicas of copyrighted characters, blurring the line between...
By Six Pixels of Separation
News•Feb 17, 2026
OpenClaw Flaw Enables AI Log Poisoning Risk
A log‑poisoning flaw was discovered in OpenClaw’s gateway server, affecting versions up to 2026.2.12. The vulnerability arises from unsanitized WebSocket headers—such as Origin and User‑Agent—being written directly to structured logs when a handshake is aborted. An unauthenticated attacker could inject...
By eSecurity Planet
News•Feb 17, 2026
What Is an AI Factory? Enterprise & Cloud Guide
An AI factory is an operational model that industrializes artificial‑intelligence development by linking high‑performance compute, data pipelines, orchestration, governance and deployment into a continuous production system. The concept, popularized by NVIDIA, moves AI from isolated experiments to repeatable, scalable outputs....
By Rafay – Blog
News•Feb 17, 2026
Google Launches More Visible Links in AI Overviews and AI Mode
Google has launched a new UI element that places visible link cards in AI Overviews and AI Mode. When users hover over these links on desktop, a pop‑up displays richer icons and descriptions, and the same style appears on mobile....
By Search Engine Land
News•Feb 17, 2026
From Tickets to Self-Service AI Infrastructure
Many enterprises still provision AI resources through ticket systems, causing delays and underutilized GPUs. Modern developers now expect instant, self‑service access similar to hyperscaler offerings, making manual approval a competitive risk. The shift to automated, governed platforms improves utilization, speeds...
By Rafay – Blog
News•Feb 17, 2026
AI-Powered MRI Evaluations Predict STEMI Outcomes Better than Existing Risk Scores
A machine‑learning model that combines cardiac MRI data with clinical variables predicts long‑term major adverse cardiovascular events (MACE) in STEMI patients more accurately than the GRACE and TIMI scores. The study analyzed 1,066 patients, training on 682 cases and testing...
By Cardiovascular Business
Social•Feb 17, 2026
Rethink 6‑Week Sprints: Ship Faster, Stop Pretending Busy
If Claude + Cursor can ship a weekend MVP, why are we still doing 6-week sprints? Are we optimizing for shipping… or for feeling busy?
By Renn Cadler
News•Feb 17, 2026
Campbell County Schools Pilot AI to Inform District Policy
Campbell County Public Schools is piloting the MagicSchool AI platform with four teachers and 15 students this spring to evaluate classroom integration. The system, currently limited to teachers, does not share data with external large language models and is used...
By GovTech — Education (K-12)
News•Feb 17, 2026
From Sensors to Smart Systems: The Rise of AI-Driven Photonic Noses
The 2025 review in *Microsystems & Nanoengineering* details how photonic noses combine optical sensing with AI to create highly selective, drift‑free chemical detectors. By leveraging colorimetric, refractive‑index, absorption and spectroscopy techniques, these devices generate rich spectral fingerprints that machine‑learning models...
By Nanotech Now
News•Feb 17, 2026
AI Transforms Accounting at Bonadio
Bonadio Group, a Rochester‑based accounting firm, is scaling artificial intelligence across its core services. CEO Bruce Zicari says AI now handles data‑entry tasks in reconciliations, financial reporting, tax preparation and expense management, freeing professionals for higher‑value advisory work. The firm...
By Accounting Today
News•Feb 17, 2026
Meta Patented LLM That Would Post For Users After They Die
Meta’s AI research unit secured a patent for a large‑language model that could continue posting on a user’s social‑media profile after death, a concept the company says it will not pursue. The filing, first submitted in 2023, highlighted potential uses...
By Mashable AI
News•Feb 17, 2026
An Overview of AI Governance in Education
Universities are rapidly formalizing AI governance, with AI‑related acceptable‑use policies climbing from 23% to 39% of institutions between 2024 and 2025. Leaders such as Palo Alto Networks’ Fadi Fadhil and EDUCAUSE’s Jenay Robert stress cross‑functional steering committees, clear data‑ownership rules,...
By EdTech Magazine (Higher Ed)
News•Feb 17, 2026
Autonomous Vehicles Steer Robotics Growth
Barclays analysts project the AI‑powered robotics market could reach a trillion dollars by 2035, with autonomous vehicles acting as the catalyst. The report identifies roughly 200 public companies, half of which already have corporate bonds, as potential beneficiaries. Automakers, logistics...
By Transport Topics – Technology
News•Feb 17, 2026
2026 Diplomacy: Own the Data Layer Before the AI Layer
The U.S. State Department is prioritizing data infrastructure over artificial‑intelligence hype, releasing an Enterprise Data Strategy before its AI plan. A new secure platform, Data.*State*, will centralize diplomatic data and AI tools, while the department aims to double domestic data...
By FCW (GovExec Technology)
News•Feb 17, 2026
HII Teams with Path Robotics to Integrate Physical AI Into Manned and Unmanned Shipbuilding
HII and Path Robotics signed an MOU to integrate Path’s physical AI welding system into HII’s shipbuilding operations. The partnership aims to boost HII’s shipyard throughput by an additional 15% in 2026, building on a 14% increase achieved in 2025....
By The Manila Times Business
News•Feb 17, 2026
AI Transcription Technology Is Helping Retail Teams Automate Meetings and Content
AI transcription technology is being adopted by retail teams to automatically capture meeting conversations, turning spoken updates into searchable text. The solution eliminates reliance on handwritten notes and fragmented recap emails, ensuring every detail—from inventory decisions to task assignments—is preserved....
By Retail Insider Canada
News•Feb 17, 2026
White Castle Deploys AI-Powered Perimeter Security Technology to Reduce Crime and Improve Safety
White Castle piloted Interface Systems' AI‑powered Virtual Perimeter Guard at a high‑risk St. Louis restaurant, cutting loitering, late‑night incidents, and escalation calls. Within 30 days, 91% of perimeter events were resolved automatically through AI detection and live voice deterrence, eliminating...
By Restaurant Technology News
Social•Feb 17, 2026
Winning AI Race Requires Physics‑driven, Not Just Chatbot, Models
The AI race will not be won with chatbots that predict the next word. In today’s Wall Street Journal, I argue that staying ahead of China requires a new class of AI models built on physics, chemistry, and quantitative reasoning, not...
By Jack Hidary
Social•Feb 17, 2026
Boston Trains AI Founders; SF Steals Them—Others Beware
Boston has the schools. SF has the companies. 21 of the Forbes AI 50 founders went to school in Boston—then left for San Francisco. If SF doesn’t learn from this cautionary tale, Austin and Miami will. https://t.co/pmYxLaYXWy
By Garry Tan
News•Feb 17, 2026
QuadSci Receives $8M Series A Funding Round
QuadSci announced an $8 million Series A round led by Crosslink Capital, with participation from Alumni Ventures, Correlation Ventures, and several angel investors. The startup’s AI platform uniquely ties product usage telemetry to revenue outcomes, enabling firms to predict churn, uncover growth,...
By VC News Daily
Social•Feb 17, 2026
New v0.1.5 Update Adds Subagent
small ux improvement for agents on the openclaw research tool. skills file now instructs your agent to use subagents since gpt-5.2 search can take 1-10 minutes depending on complexity just tell your clawdbot to update to v0.1.5 https://t.co/Lfuaq3VNnb
By Aaron Ng
Social•Feb 17, 2026
AI's Higher Valuation Drives Miners to Shift Permanently
Miners chasing AI isn’t desperation. It’s math. When the valuation gap between AI data centers and Bitcoin mining is this wide, capital follows. 💸 @JohnTodaro1 explains why that shift may be permanent. https://t.co/D5DlbL9br4
By Laura Shin
News•Feb 17, 2026
Munich Re Unit to Cut 1,000 Positions as AI Takes Over Jobs
Munich Re’s primary insurer, Ergo, will eliminate roughly 1,000 positions in Germany, driven by AI automation of routine telephony and claims‑processing tasks. The reductions will be phased over five years, ending in 2030, and support the group’s goal of €600 million...
By Claims Journal
Social•Feb 17, 2026
Most Firms Invest in Generative AI; Few Achieve Maturity
Wow. 92% of companies are investing in gen #AI. Just 1% say they have reached "maturity."
By Tom Pick
Social•Feb 17, 2026
AI Powers Scalable, Health‑literate Content Revisions
Healthcare organizations already have content. The challenge is reviewing and improving it at scale. Fred Camacho, PhD (HealthcareGPS) explains how AI enables human-in-the-loop health-literate revisions.👇 https://t.co/0iieGLgaNc @HealthcareGPSai #IHA #HealthLiteracy #HITSM https://t.co/c0GsWP93Uj
By Colin Hung
News•Feb 17, 2026
ChipAgents Completes $50M Series A1 Round
ChipAgents announced the close of an oversubscribed $50 million Series A1 round, raising its total capital to $74 million. The round was led by Matter Venture Partners, a TSMC‑backed HardTech VC, with participation from Bessemer Venture Partners, Micron, MediaTek and Ericsson. ChipAgents’ Agentic...
By VC News Daily
Social•Feb 17, 2026
SEO's Alive: Prioritize Quality, Update for AI
Stop thinking SEO is dead. It's just different. You're not ranking mediocre AI content anymore. Update legacy pieces, embed expert quotes, target LLMs AND Google. Quality > Quantity. https://t.co/LbqxucBTcZ
By Ross Simmonds
Social•Feb 17, 2026
AI Tools Transform Teacher Feedback Beyond Chatbots
🧰 Want AI tools for teacher feedback beyond a chatbot? 💬 I shared a few favorites like Writable and EdLight too. 🧠 Use suggestions as a draft, then decide what stays. https://t.co/eqoKvCsrmV
By Monica Burns
Blog•Feb 17, 2026
Organization's Copilot Use Sparks Tricky Legal, E-Discovery Questions: A Chat With Legalweek Speaker Noah Koerner
Microsoft Copilot is rapidly being deployed across enterprises, prompting a deep dive into its legal ramifications. Noah Koerner, director of information governance at Lighthouse, highlighted how AI‑generated content can blur attorney‑client privilege and complicate e‑discovery. He warned that vendor‑provided logs...
By Legal Tech Monitor
Social•Feb 17, 2026
Teachers Empowered to Build Tools via AI Descriptions
I’ve fallen in love with vibe coding. Teachers can now create their own tools and games just by describing them to AI. That’s incredibly empowering. My Vibing with AI workshop starts tomorrow: https://t.co/PQDxFOESJ3 https://t.co/wPw8u0pomE
By Tony Vincent
Social•Feb 17, 2026
Get AI Medical Second Opinions by Photo or Upload
You can just take a picture of your medical data or upload the file to get a second opinion from Grok
By Elon Musk
News•Feb 17, 2026
PCCI CEO Steve Miff on the 4 Pillars of a Trustworthy AI Framework
Parkland Center for Clinical Innovation (PCCI) unveiled a four‑pillar framework—prediction transparency, performance transparency, security transparency, and compliance—to ensure trustworthy AI throughout model lifecycles. The framework underpins 14 production models and several in testing, supported by tools like the Islet visualizer...
By Healthcare Innovation
Social•Feb 17, 2026
Blood Test Maps Organ Age for Early Intervention
.@Vero_Bioscience is working to end age related chronic disease. With a simple blood test, Vero uses proteomics and machine learning to measure the biological age of each organ, revealing where the body is aging fastest so people can intervene early...
By Vinod Khosla
Social•Feb 17, 2026
AI Leaders Discuss Infrastructure, Grok Shares Key Takeaways
AI and infrastructure with @toouufii. Just another intellectual conversation I've had with AI leaders. Will post what Grok learned by watching this in comments below. https://t.co/L6VPG6vE7J
By Robert Scoble
News•Feb 17, 2026
As Agentic Commerce Emerges, Services Providers Are Rewriting Commerce Playbooks End To End
The episode explores how commerce‑services providers are reshaping traditional commerce strategies to accommodate both human shoppers and AI‑driven agentic buyers. It highlights three critical capabilities: dual optimization for humans and agents, AI‑powered operations that enhance resilience in brick‑and‑mortar and online...
By Forrester Blogs
Social•Feb 17, 2026
Unfocused AI Experiments Waste Time, Trust, and Money
RT Chaotic AI experiments feel exciting, but they're quietly burning time, trust, and budget. Without focus, governance, and integration into real workflows, "innovation" becomes noise, not value. #AI #CIO #DigitalTransformation @Star_CIO https://t.co/VtuS5rQ0ZG
By Isaac Sacolick
News•Feb 17, 2026
What Is Alpha, The AI-Only School Of The Future?
Alpha School, an AI‑only private K‑12 institution founded in 2014, delivers all core instruction, grading and administration through generative‑AI platforms. The model compresses reading and math into two daily hours, while the remaining time focuses on entrepreneurship and life skills,...
By Mashable AI
News•Feb 17, 2026
Robot Hand Approaches Human-Like Dexterity with New Visual-Tactile Training
Researchers in China introduced a visual‑tactile pretraining framework that teaches a low‑cost four‑fingered LEAP Hand to manipulate objects with human‑like dexterity. By first watching extensive videos of human hand actions and then training in simulation using only a webcam and...
By Tech Xplore Robotics
Social•Feb 17, 2026
AI Wearables Turn Pets Into Smart Companions
AI wearables for pets. What a world we live in! (And it's cool, I had a demo recently).
By Robert Scoble
Social•Feb 17, 2026
Grok 4.2 to Be Ten‑times Smarter, Faster Post‑beta
Grok 4.2 will be about an order of magnitude smarter and faster than Grok 4 when the public beta concludes next month. Still many bug fixes and improvements landing every day. The public beta gives us more critical feedback to...
By Elon Musk
News•Feb 17, 2026
Apple Is Secretly Working On Smart Glasses, AI Pendant, And AI AirPods, Report Says
Apple is reportedly developing three AI‑focused wearables—a pair of smart glasses, a pendant‑style device, and AI‑enabled AirPods—centered around Siri and linked to the iPhone. Bloomberg’s Mark Gurman says production could begin this year, with a possible market launch as early...
By Mashable AI
News•Feb 17, 2026
Transforming Patient Care: The Role of AI and Data Literacy in a New Era
FINN Partners released an eBook titled “Human‑First Health Information,” arguing that healthcare is moving beyond static electronic health records to AI‑driven, adaptive tools. The authors claim AI can cut clinician workload, personalize treatment, and turn massive data streams into actionable...
By Healthcare Innovation
Social•Feb 17, 2026
LLMs Fall Short on Test Code—Automation Pros Shine
i dont find LLMs great at writing test code at all. if you're into test automation, this is your time to shine
By Angie Jones